
Open-source billing infrastructure for AI startups on Stripe.
By Tanmay Verma, Founder · Last verified 03 Jul 2026
In short
Autumn — Open-source billing infrastructure for AI startups on Stripe. Best for AI startup founders building usage-based billing, Developers tired of reinventing billing logic, SaaS companies with complex credit models. Free to start; paid plans from $99/mo.
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Autumn is the right choice for AI startups that need real-time, credit-based billing on Stripe without building it themselves. Its open-source nature and developer-friendly API save months of work. If you don't use Stripe or have simple subscriptions, look elsewhere.
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Last verified: July 2026
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
42 mentions across 2 sources (Hacker News, Lemmy).
How likely is Autumn to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Autumn is open-source billing infrastructure designed for AI startups that need flexible, usage-based pricing on top of Stripe. It acts as the system of record for subscriptions, usage metering, credits, and feature entitlements, exposed through a minimal API (attach, check, track). Unlike pure metering tools that only handle end-of-month invoicing, Autumn enforces entitlements and feature access in real time, managing subscription state, credit balances, and usage enforcement. This offloads complex billing logic from your codebase into a configurable layer, making pricing changes as simple as configuration updates. Autumn targets AI-native companies that require credit-based models like per-message, per-token, or compute-based billing. It automatically handles plan switching, proration, failed payments, 3DS, race conditions, and refunds. Because billing logic lives in Autumn, your application can query it inline to determine customer entitlements and track usage against balances without building custom infrastructure. Key features include a real-time credit ledger with grants, rollovers, and expiration; feature entitlement gating (boolean and metered); subscription lifecycle management; and billing controls like spend caps and auto top-ups. It integrates with Stripe, Vercel AI SDK, OpenRouter, Convex, RevenueCat, and more. Autumn is open-source and self-hostable, with a hosted cloud version available. Compared to alternatives like Metronome or Chargebee, Autumn offers real-time enforcement and a developer-first API, but requires Stripe as a payment processor. It's best for startups that want to move fast without rebuilding billing logic from scratch.
Autumn is a pragmatic tool if you're building an AI startup that needs usage-based billing beyond flat subscriptions. We'd reach for it when we want to avoid reinventing Stripe webhook logic and need real-time credit enforcement. The API is minimal—attach a customer, check entitlements, track usage—and it handles edge cases like plan changes and failed payments automatically. Where it bites: you must use Stripe. There's no support for other payment processors, so if you're on Paddle or Braintree, Autumn isn't for you. Also, for very simple subscription businesses, it's overkill; you might be better off with Stripe's built-in billing. Compared to Orb or Metronome, Autumn is more focused on AI use cases and offers real-time enforcement rather than just metering. It's also open-source, so you can self-host, which gives more control but adds operational overhead. In practice, we've seen teams adopt Autumn to power per-token pricing for LLM APIs or per-message billing for chatbots. The hosted cloud version simplifies setup, but you'll still need to manage Stripe integration. If you need all-in-one billing without Stripe, consider alternatives like Chargebee or Recurly instead.
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